{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Compare FWI result with true model for the Overthrust model__\n",
    "\n",
    "Daniel Köhn \n",
    "Kiel, 16/07/2016"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Import Libraries__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib as mpl\n",
    "import numpy as np\n",
    "from matplotlib.colors import LightSource, Normalize\n",
    "from matplotlib.pyplot import gca\n",
    "from pylab import rcParams\n",
    "from matplotlib import rc\n",
    "from matplotlib.ticker import FormatStrFormatter\n",
    "import matplotlib.ticker as mtick\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "from scipy.ndimage.filters import gaussian_filter\n",
    "import pickle"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Import external colormap**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "fp = open('../cmap_cm.pkl', 'rb')\n",
    "my_cmap = pickle.load(fp)\n",
    "fp.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__FD grid dimensions__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "DH = 0.05\n",
    "NX = 1952\n",
    "NY = 1392\n",
    "stage = 11"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Define fonts__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "FSize = 15\n",
    "font = {'color':  'black',\n",
    "        'weight': 'normal',\n",
    "        'size': FSize}\n",
    "mpl.rc('xtick', labelsize=FSize) \n",
    "mpl.rc('ytick', labelsize=FSize) \n",
    "rcParams['figure.figsize'] = 16, 9"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Read acquisition geometry**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "# source positions\n",
    "srcname = \"../../source/source_kleinneudorf_s140.dat\"\n",
    "src_data = np.loadtxt(srcname, delimiter='\\t', skiprows=1, unpack=False)\n",
    "\n",
    "# receiver positions\n",
    "recname = \"../../receiver/receiver_kleinneudorf_s140.dat\"\n",
    "rec_data1 = np.loadtxt(recname, delimiter='\\t', skiprows=1, unpack=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "** Intersection point of p500 and p100**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "minsrc =  2.98 , minrec1 =  2.25\n",
      "maxsrc =  96.11 , maxrec1 =  96.83\n",
      "maxacq =  96.83 , minacq =  2.25\n"
     ]
    }
   ],
   "source": [
    "# Estimate minimum and maximum x-values\n",
    "minsrc = np.min(src_data[:,0])\n",
    "minrec1 = np.min(rec_data1[:,0])\n",
    "\n",
    "print(\"minsrc = \", minsrc, \", minrec1 = \", minrec1)\n",
    "\n",
    "maxsrc = np.max(src_data[:,0])\n",
    "maxrec1 = np.max(rec_data1[:,0])\n",
    "\n",
    "print(\"maxsrc = \", maxsrc, \", maxrec1 = \", maxrec1)\n",
    "\n",
    "# Estimate global maximum and minimum values\n",
    "#maxacq = np.max([maxsrc, maxrec1, maxrec2])\n",
    "#minacq = np.min([minsrc, minrec1, minrec2])\n",
    "\n",
    "maxacq = np.max([maxrec1])\n",
    "minacq = np.min([minrec1])\n",
    "\n",
    "print(\"maxacq = \", maxacq, \", minacq = \", minacq)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "x_p500_s140_int =  48.802276\n",
      "x_long_west_s140_int =  7.07358\n"
     ]
    }
   ],
   "source": [
    "# calculate intersection point p500, s140\n",
    "rel_int = 0.4922\n",
    "\n",
    "x_p500_s140_int = minacq + rel_int * (maxacq - minacq)\n",
    "print(\"x_p500_s140_int = \",x_p500_s140_int)\n",
    "\n",
    "# calculate intersection point long-west, s140\n",
    "rel_int = 0.051\n",
    "\n",
    "x_long_west_s140_int = minacq + rel_int * (maxacq - minacq)\n",
    "print(\"x_long_west_s140_int = \",x_long_west_s140_int)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Read FWI result and true model__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open(\"11_01_2019_s140_fmax_80Hz_gauss_var_sx_1p5_sz_0p5_full_offset/modelTest_vs_stage_\" + str(stage) + \".bin\")\n",
    "data_type = np.dtype ('float32').newbyteorder ('<')\n",
    "mod_true = np.fromfile (f, dtype=data_type)\n",
    "mod_true = mod_true.reshape(NX,NY)\n",
    "mod_true = np.transpose(mod_true)\n",
    "mod_true = np.flipud(mod_true)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open(\"11_01_2019_s140_fmax_80Hz_gauss_var_sx_1p5_sz_0p5_full_offset/modelTest_vs_stage_\" + str(stage) + \".bin\")\n",
    "data_type = np.dtype ('float32').newbyteorder ('<')\n",
    "fwi = np.fromfile (f, dtype=data_type)\n",
    "fwi = fwi.reshape(NX,NY)\n",
    "fwi = np.transpose(fwi)\n",
    "fwi = np.flipud(fwi)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Find minimum values > 0__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "vsmax =  923.379\n",
      "rhomax =  923.379\n"
     ]
    }
   ],
   "source": [
    "EST_MINMAX = 0\n",
    "if(EST_MINMAX==1):\n",
    "    \n",
    "    vsmin = 1e9\n",
    "    rhomin = 1e9\n",
    "\n",
    "    for i in range(0,NY-1):\n",
    "        for j in range(0,NX-1):\n",
    "        \n",
    "            if(fwi[i,j]<vsmin and fwi[i,j] > 0.0):\n",
    "                rhomin = fwi[i,j]\n",
    "            \n",
    "    for i in range(0,NY-1):\n",
    "        for j in range(0,NX-1):\n",
    "        \n",
    "            if(mod_true[i,j]<vsmin and mod_true[i,j] > 0.0):\n",
    "                vsmin = mod_true[i,j]\n",
    "            \n",
    "    print(\"vsmin = \", vsmin)\n",
    "    print(\"rhomin = \", rhomin)\n",
    "\n",
    "print(\"vsmax = \", np.max(mod_true))\n",
    "print(\"rhomax = \", np.max(fwi))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Wavefield clip value__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Parameters from p500 FWI result\n",
    "vsmin = 43.0\n",
    "vsmax = 749.0\n",
    "rhomin = 1550.0\n",
    "rhomax = 2455.0\n",
    "\n",
    "# Parameters from pnorte FWI result\n",
    "#vsmin = 100.0\n",
    "#vsmax = 710.0\n",
    "#rhomin = 1550.0\n",
    "#rhomax = 2380.0\n",
    "\n",
    "# Parameters from p100 FWI result\n",
    "#vsmin = 43.0\n",
    "#vsmax = 890.0\n",
    "#rhomin = 1550.0\n",
    "#rhomax = 2241.0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Define Axis__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = np.arange(0.0, DH*NX, DH)\n",
    "y = np.arange(0.0, DH*NY, DH)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Define SubPlot__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "def do_plot(n, model, cm, an, an1, title, vpmin, vpmax):\n",
    "    \n",
    "    ax=plt.subplot(1, 1, n)\n",
    "    \n",
    "    rc('font',**{'family':'sans-serif','sans-serif':['Helvetica']})    \n",
    "    rc('text', usetex=True)\n",
    "    \n",
    "    # plot FWI result\n",
    "    im1 = plt.imshow(model, cmap=cm, interpolation='none', extent=[0.0,NX*DH,0.0,NY*DH], vmin=vpmin, vmax=vpmax, aspect=1)\n",
    "    \n",
    "    # mark outcrop by arrow\n",
    "    #arr = plt.arrow(x_p500_out_int, 0, 0, 1.55, edgecolor='black', head_width=3, head_length=4, color='blue')\n",
    "    \n",
    "    # plot source and receiver positions\n",
    "    #plt.plot(src_data[:,0],src_data[:,2],'r+')\n",
    "    #plt.plot(rec_data1[:,0],rec_data1[:,1],'bv')\n",
    "    #plt.plot(rec_data2[:,0],rec_data2[:,1],'bv')\n",
    "    \n",
    "    # plot p500-s140 intersection line\n",
    "    plt.plot([x_p500_s140_int,x_p500_s140_int],[0.0,NY*DH],'k-')\n",
    "    \n",
    "    # plot long_west-s140 intersection line\n",
    "    plt.plot([x_long_west_s140_int,x_long_west_s140_int],[0.0,NY*DH],'k-')\n",
    "    \n",
    "    a = gca()\n",
    "    a.set_xticklabels(a.get_xticks(), font)\n",
    "    a.set_yticklabels(a.get_yticks(), font)\n",
    "    a.yaxis.set_major_formatter(mtick.FormatStrFormatter('%.0d'))\n",
    "    a.xaxis.set_major_formatter(mtick.FormatStrFormatter('%.0d'))\n",
    "    #a.add_patch(arr)\n",
    "    #plt.axis('scaled')\n",
    "    plt.title(title, fontdict=font)\n",
    "    plt.ylabel('Depth [m]', fontdict=font)\n",
    "    plt.xlabel('Distance [m]', fontdict=font)\n",
    "    plt.ylim(0,50)\n",
    "    plt.gca().invert_yaxis()\n",
    "    #ax.xaxis.set_major_formatter(plt.NullFormatter())\n",
    "    \n",
    "    # add annotation\n",
    "    #plt.text(4,50,an1,fontdict=font,color='white',size=20)\n",
    "    \n",
    "    # fit and label colorbar\n",
    "    divider = make_axes_locatable(ax)\n",
    "    cax = divider.append_axes(\"right\", size=\"2.5%\", pad=0.05)\n",
    "    cbar = plt.colorbar(im1, cax=cax)\n",
    "    cbar.set_label(an, fontdict=font, labelpad=3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Plot SubPlots__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\daniel_koehn\\Anaconda3\\lib\\site-packages\\matplotlib\\font_manager.py:1328: UserWarning: findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans\n",
      "  (prop.get_family(), self.defaultFamily[fontext]))\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x648 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.close('all')\n",
    "plt.figure()\n",
    "\n",
    "#do_plot(1, mod_true, 'gist_gray_r', r'Vs [m/s]', '(a)', \"Kleinneudorf FWI (profile 500)\", vsmin, vsmax)\n",
    "do_plot(1, mod_true, 'magma_r', r'Vs [m/s]', '(a)', \"Kleinneudorf FWI (profile s140)\", vsmin, vsmax)\n",
    "\n",
    "#plt.savefig('stage_.png', bbox_inches='tight', format='png', dpi=100)\n",
    "plt.savefig('stage_' + str(stage) + '.pdf', bbox_inches='tight', format='pdf')\n",
    "#plt.savefig('stage_' + str(stage) + '.png', bbox_inches='tight', format='png',dpi=100)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [default]",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
